Ye-Long Shen

Most-cited papers

LoRA: Low-Rank Adaptation of Large Language Models
J. Hu, Ye-Long Shen, Phillip Wallis, Zeyuan Allen-Zhu +4 more
2021International Conference on Learning Representations25K citations
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CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
Zhibin Gou, Zhihong Shao, Yeyun Gong, Ye-Long Shen +3 more
2023International Conference on Learning Representations1,056 citations Open access
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Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval
Hamid Palangi, L. Deng, Ye-Long Shen, Jianfeng Gao +4 more
2015IEEE/ACM Transactions on Audio Speech and Language Processing871 citations Open access
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Learning semantic representations using convolutional neural networks for web search
Ye-Long Shen, Xiao-Dong He, Jianfeng Gao, L. Deng +1 more
2014The Web Conference731 citations
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A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval
Ye-Long Shen, Xiao-Dong He, Jianfeng Gao, L. Deng +1 more
2014International Conference on Information and Knowledge Management729 citations
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Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy
Zhihong Shao, Yeyun Gong, Ye-Long Shen, Minlie Huang +2 more
2023Conference on Empirical Methods in Natural Language Processing607 citations Open access
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Generation-Augmented Retrieval for Open-Domain Question Answering
Yuning Mao, Pengcheng He, Xiao-Dong Liu, Ye-Long Shen +3 more
2020Annual Meeting of the Association for Computational Linguistics334 citations Open access
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StoryGAN: A Sequential Conditional GAN for Story Visualization
Yitong Li, Zhe Gan, Ye-Long Shen, Jing-Jing Liu +5 more
2018Computer Vision and Pattern Recognition317 citations Open access
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ReasoNet: Learning to Stop Reading in Machine Comprehension
Ye-Long Shen, Po-Sen Huang, Jianfeng Gao, Wei-Zhu Chen
2016CoCo@NIPS308 citations Open access
Semantic Scholar
MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning
Jie Lei, Liwei Wang, Ye-Long Shen, Dong Yu +2 more
2020Annual Meeting of the Association for Computational Linguistics210 citations Open access
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Stochastic Answer Networks for Machine Reading Comprehension
Xiao-Dong Liu, Ye-Long Shen, Kevin Duh, Jianfeng Gao
2017Annual Meeting of the Association for Computational Linguistics203 citations Open access
Semantic Scholar
FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension
Hsin-Yuan Huang, Chenguang Zhu, Ye-Long Shen, Wei-Zhu Chen
2017International Conference on Learning Representations187 citations
Semantic Scholar
Preprint. Under review
Hang Zhang, Yeyun Gong, Ye-Long Shen, Jian-Cheng Lv +2 more
2021185 citations
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Explanations from Large Language Models Make Small Reasoners Better
SHIYANG LI, Jian-Shu Chen, Ye-Long Shen, Zhi-Yu Chen +8 more
2022arXiv.org183 citations Open access
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AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation
Tong Wu, Zhihao Fan, Xiao Liu, Yeyun Gong +8 more
2023Neural Information Processing Systems182 citations Open access
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A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models
Woojeong Jin, Yu Cheng, Ye-Long Shen, Wei-Zhu Chen +1 more
2021Annual Meeting of the Association for Computational Linguistics178 citations Open access
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A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation
Dinghan Shen, Ming Zheng, Ye-Long Shen, Yanru Qu +1 more
2020arXiv.org150 citations
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M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search
Ye-Long Shen, Jianshu Chen, Po-Sen Huang, Yuqing Guo +1 more
2018Neural Information Processing Systems149 citations
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Language-Based Image Editing with Recurrent Attentive Models
Jianbo Chen, Ye-Long Shen, Jianfeng Gao, Jing-Jing Liu +1 more
20172018 IEEE/CVF Conference on Computer Vision and Pattern Recognition145 citations Open access
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Adversarial Retriever-Ranker for dense text retrieval
Hang Zhang, Yeyun Gong, Ye-Long Shen, Jian-Cheng Lv +2 more
2021International Conference on Learning Representations144 citations
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Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise
Zheng-Wen Lin, Yeyun Gong, Ye-Long Shen, Tong Wu +4 more
2022International Conference on Machine Learning132 citations
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Controllable Natural Language Generation with Contrastive Prefixes
Jing Qian, Li Dong, Ye-Long Shen, Furu Wei +1 more
2022Findings130 citations Open access
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In-Context Learning Unlocked for Diffusion Models
Wei-Zhu Chen, Pengcheng He, Yi-Fan Jiang, Ya-Dong Lu +4 more
2023Neural Information Processing Systems129 citations Open access
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Poolingformer: Long Document Modeling with Pooling Attention
Hang Zhang, Yeyun Gong, Ye-Long Shen, Weisheng Li +3 more
2021International Conference on Machine Learning123 citations
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Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models
Zhihong Shao, Yeyun Gong, Ye-Long Shen, Minlie Huang +2 more
2023International Conference on Machine Learning104 citations Open access
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Semantic Modelling with Long-Short-Term Memory for Information Retrieval
Hamid Palangi, L. Deng, Ye-Long Shen, Jianfeng Gao +4 more
2014arXiv.org103 citations
Semantic Scholar
Learning personal + social latent factor model for social recommendation
Ye-Long Shen, Ruo-Ming Jin
2012Knowledge Discovery and Data Mining100 citations
Semantic Scholar
A Hybrid Retrieval-Generation Neural Conversation Model
Liu Yang, Junjie Hu, Minghui Qiu, Chen Qu +5 more
2019International Conference on Information and Knowledge Management94 citations Open access
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CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding
Yanru Qu, Dinghan Shen, Ye-Long Shen, Sandra Sajeev +2 more
2020International Conference on Learning Representations77 citations
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Reliable clustering on uncertain graphs
Lin Liu, Ruo-Ming Jin, C. Aggarwal, Ye-Long Shen
20122012 IEEE 12th International Conference on Data Mining76 citations
Semantic Scholar
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
Sewon Min, Jordan Boyd-Graber, Chris Alberti, Danqi Chen +49 more
2021Neural Information Processing Systems69 citations
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UnitedQA: A Hybrid Approach for Open Domain Question Answering
Hao Cheng, Ye-Long Shen, Xiao-Dong Liu, Pengcheng He +2 more
2021Annual Meeting of the Association for Computational Linguistics67 citations Open access
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Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation
Yu Li, Baolin Peng, Ye-Long Shen, Yi Mao +3 more
2021North American Chapter of the Association for Computational Linguistics63 citations Open access
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Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension
Hongyu Gong, Ye-Long Shen, Dian Yu, Jianshu Chen +1 more
2020Annual Meeting of the Association for Computational Linguistics58 citations Open access
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SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval
Kun Zhou, Yeyun Gong, Xiao Liu, W. Zhao +7 more
2022Conference on Empirical Methods in Natural Language Processing53 citations Open access
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CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search
Xiaonan Li, Yeyun Gong, Ye-Long Shen, Xi-Peng Qiu +6 more
2022Conference on Empirical Methods in Natural Language Processing53 citations
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Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension
Yichong Xu, Xiao-Dong Liu, Ye-Long Shen, Jing-Jing Liu +1 more
2018North American Chapter of the Association for Computational Linguistics51 citations Open access
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Adversarial Attacks on Deep Graph Matching
Zijie Zhang, Zeru Zhang, Yang Zhou, Ye-Long Shen +2 more
2020Neural Information Processing Systems42 citations
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What Matters In The Structured Pruning of Generative Language Models?
Michael Santacroce, Zixin Wen, Ye-Long Shen, Yuan-Fang Li
2023arXiv.org41 citations Open access
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Reader-Guided Passage Reranking for Open-Domain Question Answering
Yuning Mao, Pengcheng He, Xiao-Dong Liu, Ye-Long Shen +3 more
2021Findings41 citations Open access
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Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models
Jiashuo Sun, Yi Luo, Yeyun Gong, Chen Lin +3 more
2023NAACL-HLT39 citations Open access
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End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture
Jianshu Chen, Ji He, Ye-Long Shen, Lin Xiao +4 more
2015Neural Information Processing Systems37 citations
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in Neural
Zijie Zhang, Zeru Zhang, Yang Zhou, Ye-Long Shen +2 more
202036 citations
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Sparse hidden-dynamics conditional random fields for user intent understanding
Ye-Long Shen, Jun Yan, Shui-Cheng Yan, Lei Ji +2 more
2011The Web Conference34 citations
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Towards Human-level Machine Reading Comprehension: Reasoning and Inference with Multiple Strategies
Yichong Xu, Jing-Jing Liu, Jianfeng Gao, Ye-Long Shen +1 more
2017arXiv.org29 citations
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CodeRetriever: Unimodal and Bimodal Contrastive Learning
Xiaonan Li, Yeyun Gong, Ye-Long Shen, Xipeng Qiu +6 more
2022arXiv.org28 citations
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Modeling Large-Scale Structured Relationships with Shared Memory for Knowledge Base Completion
Ye-Long Shen, Po-Sen Huang, Ming-Wei Chang, Jianfeng Gao
2016Rep4NLP@ACL27 citations Open access
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GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and Augmentation
Biyang Guo, Yeyun Gong, Ye-Long Shen, Song-Qiao Han +3 more
2022arXiv.org26 citations Open access
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Dynamic Fusion Networks for Machine Reading Comprehension
Yichong Xu, Jing-Jing Liu, Jianfeng Gao, Ye-Long Shen +1 more
201724 citations
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Memory-Efficient Differentiable Transformer Architecture Search
Yuekai Zhao, Li Dong, Ye-Long Shen, Zhihua Zhang +2 more
2021Findings22 citations Open access
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